Triple

T5819746
Position Surface form Disambiguated ID Type / Status
Subject Agency for Defense Development E129077 entity
Predicate primaryClient P9839 FINISHED
Object Republic of Korea Armed Forces E44403 NE FINISHED

How this triple was built (2 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Republic of Korea Armed Forces | Statement: [Agency for Defense Development, primaryClient, Republic of Korea Armed Forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Republic of Korea Armed Forces
Context triple: [Agency for Defense Development, primaryClient, Republic of Korea Armed Forces]
  • A. Republic of Korea Army
    The Republic of Korea Army is the land warfare branch of South Korea’s armed forces, responsible for defending the Korean Peninsula and serving as the country’s primary ground combat force.
  • B. Republic of Korea Marine Corps
    The Republic of Korea Marine Corps is South Korea’s elite amphibious and expeditionary warfare force, known for rapid deployment and high-intensity combat capabilities.
  • C. Korean People's Army
    The Korean People's Army is the military force of North Korea, encompassing its ground, naval, air, strategic, and special operations branches.
  • D. Republic of Korea Armed Forces (operationally associated) chosen
    The Republic of Korea Armed Forces (operationally associated) are South Korea’s military forces, which operate in close coordination with United Nations Command and U.S. forces for the defense of the Korean Peninsula.
  • E. Republic of Korea Joint Chiefs of Staff
    The Republic of Korea Joint Chiefs of Staff is South Korea’s top military command authority responsible for operational control, coordination, and strategic planning of the nation’s armed forces.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69c0084869e881908d7859492183ca7b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c033e477c08190a8bd37c879e6b6b8 completed March 22, 2026, 6:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0bfb903788190bae497fe72bd1e78 completed March 23, 2026, 4:21 a.m.
Created at: March 22, 2026, 3:53 p.m.